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Pesquisadores, ecologistas e praticantes que trabalham em sistemas agrícolas, biologia do solo e ecologia aplicada.
Modelagem de Inferência Ativa Aplicada para Agricultura, Biologia do Solo e Sistemas Ecológicos.
This project is archived. It is no longer active, and any participation prompts below describe how it previously operated.
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A FarmWorks desenvolve modelos e aplicações de inferência ativa em miniatura para contextos agrícolas e ecológicos. O projeto produziu uma página pública da FarmWorks e uma publicação de 2024 que descreve a abordagem de tratar sistemas agrícolas e do solo como agentes de inferência ativa.
FarmWorks aplica conceitos de Inferência Ativa em sistemas agrícolas, tratando fazendas, ecossistemas do solo e ciclos de culturas como modelos gerativos que sentem e agem em seus ambientes. O projeto desenvolve mini-projetos, modelos e publicações demonstrando como a Inferência Ativa ilumina decisões ecológicas e gestão agrícola.
The project produced a 2024 publication, "FarmWorks: Decentralized AI Agents for Personalized Solutions," describing a platform for human-AI interaction in agriculture that enables personalized, farm-scale solutions and resists the power concentration associated with centralized AI systems. A related grant proposal was submitted in September 2024. The project maintains a FarmWorks overview page describing the theoretical grounding and practical applications, and work includes model prototypes and documentation for soil and agricultural Active Inference.
O FarmWorks acolhe ecologistas, cientistas agrícolas, modeladores e qualquer pessoa interessada em aplicar a Inferência Ativa em sistemas biológicos e ecológicos.
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Primary public community channel for conversation, coordination, and newcomer orientation.
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Public ecosystem shortlink for Institute context, projects, activities, and conceptual maps.
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Public GitHub organization for Institute repositories and open-source work.
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Project repository for multiagent Active Inference modeling work.
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Generalized Notation Notation project repository for model communication.
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Geospatial modeling repository connected to ecological and bioregional applications.
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Research and publication-oriented repository for the Active Inference Journal.
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External paper repository surfaced from the official research page.
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Reachable arXiv reference surfaced from the official research page.
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Reachable arXiv reference surfaced from the official research page.
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Reachable Zenodo research reference surfaced from the official research page.
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Public projects shortlink for project directories and activity-linked work.
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Public project measurement shortlink for reporting progress and outputs.
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Public Active Inference Ontology shortlink for shared conceptual infrastructure.
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Public Project Preparation shortlink for making proposed work legible and actionable.
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Public Wave Hypothesis shortlink.
Repositórios
Audience: Researcher
Computational meta-analysis of Active Inference literature with nanopublication and knowledge-graph outputs.
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Ontology-oriented repository for shared Active Inference concepts and decentralized science knowledge infrastructure.
Audience: Developer
Notebook-based applied Active Inference work connected to blockchain-adjacent and generative modeling examples.
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Python models and materials for ant-inspired multiagent Active Inference.
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Active Inference & Category Theory
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Public content repository for the Active Inference Journal and related publication infrastructure.
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Active Entity Ontology for Science
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Public ants repository in the ActiveInferenceInstitute GitHub namespace.